extraction-strategy

What problem does it solve?

This Skill unit helps to determine whether to use deterministic or LLM-based extraction methods for document parsing based on the document class and provides a way to record the decision for future reference.

Core Features & Use Cases

• Document Class Analysis: Assess whether a document should be parsed using deterministic methods or LLM-based methods based on its class.
• Decision Recording: Automatically record the chosen parsing strategy and the reasoning behind it in a secure location for future reference.
• Use Case: When faced with a large batch of documents from different sources, the Skill can be used to quickly determine the most appropriate parsing method for each document type, reducing manual intervention and improving accuracy.

Quick Start

To activate the skill for a specific document, use the command 'activate extraction-strategy --document "document_name" --document_class "document_class"'.